Background Information

Xin Jin holds a Ph.D. degree from the University of Science and Technology of China. He is a visiting scholar of Leaning and Vision Lab of the National University of Singapore. He achieved many awards, including ACM SIGAI China Doctoral Dissertation Award, Chinese Academy of Sciences President's Scholarship-Special Award, Outstanding Graduates of the University of Science and Technology of China and a title of ‘Rising Star of Microsoft Research Asia’. He is currently an assistant professor and doctoral supervisor at the Eastern Institute of Technology, Ningbo. He has published more than 40 papers in the field of computer vision and deep learning, covering top-tier conferences and journals, e.g., CVPR, ICCV, ECCV, ACMMM, NeurIPS, AAAI, IEEE TIP, IEEE TMM, ACM ToMM, Pattern Recognition, etc. He also served as a reviewer/PC for these conference papers and journal papers. He has obtained 8 authorized patents, covering advanced technologies like surveillance vision and intelligent coding, and he also actively participated in the international/domestic standardization work related to image and video compression. He organized the tutorials "Disentanglement and Compositionality in Computer Vision" and "Emerging Trends in Disentanglement and Compositionality" at CVPR 2024 and ECCV 2024, and also built up a Special Session on the theme of "Generative AI for Coding" at IEEE VCIP 2024. He was recently selected as one of the top 2% of scientists in the world by Stanford University in 2024.

Research Field

Computer Vision and Intelligent Media Computing: 3D Vision, Low-level Vision, Person Re-identification, Video Coding, Model Adaptation and Generalization, Prompt Learning. 

Educational Background

2017-2022: PhD. (majoring in Information and Communication Engineering, supervised by Zhibo Chen), Department of Electronic Engineering and Information Science of University of Science and Technology of China (USTC)

2013-2017: Bachelor (majoring in Electronic Information Engineering), College of Information Science and Technology of Chang'an University

Work Experience

2022-Present: Assistant Professor, Department of Computer Science of Eastern Institute of Technology, Ningbo

2020-2022: Academic Intern, Alibaba DAMO Academy

2019-2020: Academic Intern, Microsoft Research Asia

2018-2019: Academic Intern, KDDI Research, Inc.

Academic Experience

2021-2022: Visiting Scholar, Learning and Vision Lab of National University of Singapore (NUS)

2017-2022: PhD Student, Intelligent Media Computing Lab (IMCL) of University of Science and Technology of China (USTC) 

Academic Part-time Jobs (Partial)

2022-Present: Reviewer of《IEEE Transactions on Image Processing》

2021-Present: Reviewer of《IEEE Transactions on Multimedia》

2020-Present: Reviewer of《IEEE Transactions on Circuits and Systems for Video Technology》

2020-Present: Reviewer/PC of CVPR、ICCV、ECCV、NeurIPS、AAAI

Awards and Honors

2022：ACM SIGAI China Doctoral Dissertation Award

2022：Chinese Academy of Sciences President's Scholarship-Special Award

2022：Outstanding Graduates of the University of Science and Technology of China

2021：National Scholarship for Doctoral Students

Representative Works

General Information

More than 40 papers, gathering nearly 4,000 citations, 30+ publications in the fields of Computer Vision and Deep Learning, and the first-author representative works cover the international top-tier conference papers and journal papers, e.g., CVPR、ICCV、ECCV、ACMMM、NeurIPS、AAAI、IEEE TIP、IEEE TMM、ACM ToMM、Pattern Recognition, etc. 

Google Scholar：

https://scholar.google.com/citations?user=byaSC-kAAAAJ&hl=zh-CN

Homepage：

http://home.ustc.edu.cn/~jinxustc/

Representative works (# indicates the first author, * indicates the corresponding author)

• Xin Jin#, Li Zhang, Chaowei Shan, Xin Li, Zhibo Chen*. Dual Prior Learning for Blind and Blended Image Restoration[J]. IEEE Transactions on Image Processing (IEEE TIP), 2021, 31: 1042-1056.

• Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Jin X, Lan C, Zeng W, et al. Style normalization and restitution for domain generalization and adaptation[J]. IEEE Transactions on Multimedia (IEEE TMM), 2021.

• Xin Jin#, Zhibo Chen*, Weiping Li. AI-GAN: Asynchronous interactive generative adversarial network for single image rain removal[J]. Pattern Recognition, 2020, 100: 107143.

• Xin Jin#, Tianyu He, Xu Shen, Tongliang Liu, Xinchao Wang, Jianqiang Huang, Zhibo Chen*, Xian-Sheng Hua. Meta Clustering Learning for Large-scale Unsupervised Person Re-identification[C]//Proceedings of the 30th ACM International Conference on Multimedia. 2022: 2163-2172. (ACMMM-22).

• Ruoyu Feng#, Xin Jin#, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen*. Image Coding for Machines with Omnipotent Feature Learning[J]. (ECCV-22)

• Xin Jin#, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen*. Cloth-changing person re-identification from a single image with gait prediction and regularization[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022: 14278-14287. (CVPR-22).

• Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021: 9174-9183. (ICCV-21)

• Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Style normalization and restitution for generalizable person re-identification[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020: 3143-3152. (CVPR-20)

• Xin Jin#, Cuiling Lan*, Wenjun Zeng, Guoqiang Wei, Zhibo Chen*. Semantics-aligned representation learning for person re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(07): 11173-11180. (AAAI-20)

• Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Uncertainty-aware multi-shot knowledge distillation for image-based object re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(07): 11165-11172. (AAAI-20)

• Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Global distance-distributions separation for unsupervised person re-identification[C]//European Conference on Computer Vision. Springer, Cham, 2020: 735-751. (ECCV-20)